HCCS'18 aims to advance and promote research about how unobtrusive observation of human beings’ cognitive, behavioral, physiological, and contextual data is increasingly enabling new computing experiences and effective intervention opportunities. The workshop will also stimulate dialog about the implications of computational sensing for society.